What are the hardware requirements for Lora 8B Bio?

Lora 8B Bio requires approximately 0.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Lora 8B Bio and how large is it?

Lora 8B Bio is developed by kloodia, a model with 8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Lora 8B Bio?

Lora 8B Bio is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Lora 8B Bio by kloodia — VRAM 0.3GB

Name: Lora 8B Bio
Author: kloodia

Lora 8B Bio is an open-source language model by kloodia. Features: 8b LLM, VRAM: 0.3GB, License: other, LLM Explorer Score: 0.12.

8-bit Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla... Bitsandbytes Finetuned Generated from trainer Llama Lora Peft Region:us Safetensors Tensorboard

Model Card on HF 🤗: https://huggingface.co/kloodia/lora-8b-bio

Lora 8B Bio Parameters and Internals

Model Type

LlamaForCausalLM

Training Details

Data Sources:

kloodia/raw_bio

Methodology:

Adapter method using LoRA with dropout and specific target settings.

Context Length:

4096

Hardware Used:

multi-GPU, 4 devices

LLM Name	Lora 8B Bio
Repository 🤗	https://huggingface.co/kloodia/lora-8b-bio
Base Model(s)	Meta Llama 3 8B meta-llama/Meta-Llama-3-8B
Model Size	8b
Required VRAM	0.3 GB
Updated	2026-05-27
Maintainer	kloodia
Model Files	0.3 GB
Model Architecture	Adapter
License	other
Is Biased	none
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|end_of_text\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	k_proj\|q_proj\|o_proj\|v_proj\|up_proj\|down_proj\|gate_proj
LoRA Alpha	16
LoRA Dropout	0.05
R Param	32

Rank the Lora 8B Bio capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Lora 8B Bio

Best Alternatives	Context / RAM	Downloads	Likes
... 3 8B Instruct Bvr Finetune V3	8K / 16.1 GB	11	0
...Max H3 Prompt Rewriter LoRA 8B	0K / 2.8 GB	137	26
Seshat Ohada 8B V0.2.0 Beta8	0K / 0.3 GB	18	1
ProactiveInquirer Qwen3 8B	0K / 0.3 GB	33	2
...27 Llama31 8B Sgd New Rank 128	0K / 1.3 GB	20	1
VitaGridProtocol	0K / GB	15	1
Qwen3 8B Text2sql Qlora	0K / 0.2 GB	41	1
...ntic Coder Abliterated V3 LoRA	0K / 0.1 GB	10	1
Triage Qwen3 8B Lora	0K / 0.2 GB	13	1
...alized Harm V1 Qwen3 8B Seed43	0K / 0.2 GB	10	1

Note: green Score (e.g. "73.2") means that the model is better than kloodia/lora-8b-bio.